Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Mieczyslaw A. Klopotek"'
Publikováno v:
Artificial Intelligence and Soft Computing ISBN: 9783030614003
ICAISC (1)
ICAISC (1)
We propose a new document classification method, bridging discrepancies (so-called semantic gap) between the training set and the application sets of textual data. We demonstrate its superiority over classical text classification approaches, includin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::55c83344dfb1c1fb82f67c00359a4ece
https://doi.org/10.1007/978-3-030-61401-0_61
https://doi.org/10.1007/978-3-030-61401-0_61
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783319083254
ISMIS
ISMIS
We present a novel algorithm of document categorization, assigning multiple labels out of a large set of hierarchically arranged (but not necessarily tree-like) set of possible categories. It extends our Wikipedia-based method presented in [1] via un
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2feb4e8088f58dc556ed382ab32b09f0
https://doi.org/10.1007/978-3-319-08326-1_34
https://doi.org/10.1007/978-3-319-08326-1_34
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783540684152
MCD
MCD
We present a new method of modeling of cluster structure of a document collection and outline an approach to integrate additional knowledge we have about the document collection like prior categorization of some documents or user defined / deduced pr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::eaf93380b68df2bcfe5cd880635e883e
https://doi.org/10.1007/978-3-540-68416-9_10
https://doi.org/10.1007/978-3-540-68416-9_10
Autor:
Mieczyslaw A. Klopotek
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783540437857
ISMIS
ISMIS
A well-known problem with Bayesian networks (BN) is the practical limitation for the number of variables for which a Bayesian network can be learned in reasonable time. Even the complexity of simplest tree-like BN learning algorithms is prohibitive f
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e31884c76792caa06ae8ddf0bf7664c4
https://doi.org/10.1007/3-540-48050-1_14
https://doi.org/10.1007/3-540-48050-1_14